Sincerely, AI

Created by: John Dang, Bill Liu, Joshua Young, and Justin Shao

Introduction

Sincerley, AI is a deep learning project with the goal of identifying insincere text. The model is trained on this dataset from Quora containing over 1.3 million data samples of sincere and insincere text. We used transfer learning in order to train our model based on a research paper released by Google AI Research in March 2018.

Running the Demo

1. To create conda environment run the following command from the repo directory.

   conda create --name quora --file requirements.txt

2. To activate environment run

   source activate quora

   Note: Users running the demo on a machine with a cuda enabled (Nvidia) GPU should run

   conda install tensorflow-gpu

   for significantly faster inference time.

3. From the sincerelyAI directory run

   python manage.py runserver

   to run the web app.